Adaptive robust optimization;
Complementarity;
OR in energy;
Transmission expansion;
Two-stage;
UNIT COMMITMENT;
WIND-POWER;
OPTIMIZATION;
INVESTMENT;
SECURITY;
D O I:
10.1016/j.ejor.2014.10.030
中图分类号:
C93 [管理学];
学科分类号:
12 ;
1201 ;
1202 ;
120202 ;
摘要:
The work reported in this paper addresses the problem of transmission expansion planning under uncertainty in an electric energy system. We consider different sources of uncertainty, including future demand growth and the availability of generation facilities, which are characterized for different regions within the electric energy system. An adaptive robust optimization model is used to derive the investment decisions that minimizes the system's total costs by anticipating the worst case realization of the uncertain parameters within an uncertainty set. The proposed formulation materializes on a mixed-integer three-level optimization problem whose lower-level problem can be replaced by its KKT optimality conditions. The resulting mixed-integer bilevel model is efficiently solved by decomposition using a cutting plane algorithm. A realistic case study is used to illustrate the working of the proposed technique, and to analyze the relationship between the optimal transmission investment plans, the investment budget and the level of supply security at the different regions of the network. (C) 2014 Elsevier B.V. All rights reserved.
机构:
Univ Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
Alonso, Andres M.
Garcia-Martos, Carolina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Madrid, Escuela Tecn Super Ingenieros Ind, Madrid, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
Garcia-Martos, Carolina
Rodriguez, Julio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Madrid, Fac Ciencias Econ & Empresariales, Madrid, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
Rodriguez, Julio
Jesus Sanchez, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Madrid, Escuela Tecn Super Ingenieros Ind, Madrid, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
机构:
Technion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
Tilburg Univ, CentER, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
Ben-Tal, Aharon
den Hertog, Dick
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
den Hertog, Dick
De Waegenaere, Anja
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
De Waegenaere, Anja
Melenberg, Bertrand
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
Melenberg, Bertrand
Rennen, Gijs
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Litvinov, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Litvinov, Eugene
Sun, Xu Andy
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Sun, Xu Andy
Zhao, Jinye
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Zhao, Jinye
Zheng, Tongxin
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Brown, David B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Fuqua Sch Business, Durham, NC 27708 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Brown, David B.
Caramanis, Constantine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
Univ Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
Alonso, Andres M.
Garcia-Martos, Carolina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Madrid, Escuela Tecn Super Ingenieros Ind, Madrid, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
Garcia-Martos, Carolina
Rodriguez, Julio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Madrid, Fac Ciencias Econ & Empresariales, Madrid, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
Rodriguez, Julio
Jesus Sanchez, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Madrid, Escuela Tecn Super Ingenieros Ind, Madrid, SpainUniv Carlos III Madrid, Dept Stat, Inst Flores de Lemus, E-28903 Getafe, Spain
机构:
Technion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
Tilburg Univ, CentER, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
Ben-Tal, Aharon
den Hertog, Dick
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
den Hertog, Dick
De Waegenaere, Anja
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
De Waegenaere, Anja
Melenberg, Bertrand
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
Melenberg, Bertrand
Rennen, Gijs
论文数: 0引用数: 0
h-index: 0
机构:
Tilburg Univ, Dept Econometr & Operat Res, NL-5000 LE Tilburg, NetherlandsTechnion Israel Inst Technol, Dept Ind Engn & Management, IL-32000 Haifa, Israel
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Litvinov, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Litvinov, Eugene
Sun, Xu Andy
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Sun, Xu Andy
Zhao, Jinye
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Zhao, Jinye
Zheng, Tongxin
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Brown, David B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Fuqua Sch Business, Durham, NC 27708 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Brown, David B.
Caramanis, Constantine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA